Google Inc.

Noam Ben-Haim

Andrea Lynn Frome

Shlomo Reuben Urbach

Tal Yadid

Yuval Netzer

Alex Gontmakher

Methods, systems, and apparatus, including executable instructions encoded on one or more machine-readable storage media, for correlating transportation data are described. A transportation schedule that includes planned records for first trips and associations between the first trips and corresponding first trip IDs may be accessed. A transportation status update that includes actual records for second trips and associations between the second trips and corresponding second trip IDs may be received. Information relating one or more of the first trip IDs to one or more of the second trip IDs may be obtained. The information may be used to identify a trip that is common to both the transportation schedule and the transportation status update. An update for the trip using the transportation status update may be provided.

Correlating transportation data

Establishments are identified in geo-tagged images. According to one aspect, text regions are located in a geo-tagged image and text strings in the text regions are recognized using Optical Character Recognition (OCR) techniques. Text phrases are extracted from information associated with establishments known to be near the geographic location specified in the geo-tag of the image. The text strings recognized in the image are compared with the phrases for the establishments for approximate matches, and an establishment is selected as the establishment in the image based on the approximate matches. According to another aspect, text strings recognized in a collection of geo-tagged images are compared with phrases for establishments in the geographic area identified by the geo-tags to generate scores for image-establishment pairs. Establishments in each of the large collection of images as well as representative images showing each establishment are identified using the scores.

Selecting representative images for establishments

Identifying establishments in images

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Adliswil, Switzerland

Noam Ben-Haim